Pandas Profiling Report

Dataset statistics

Number of variables	46
Number of observations	74599
Missing cells	52043
Missing cells (%)	1.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	26.7 MiB
Average record size in memory	376.0 B

Variable types

Categorical	26
Numeric	18
Text	2

Alerts

`ciudad` has constant value ""	Constant
`operacion` has constant value ""	Constant
`tipologia_imueble` has constant value ""	Constant
`amueblado` is highly imbalanced (75.6%)	Imbalance
`arico` is highly imbalanced (84.2%)	Imbalance
`duplex` is highly imbalanced (82.5%)	Imbalance
`estudio` is highly imbalanced (81.8%)	Imbalance
`nueva_construccion` is highly imbalanced (80.9%)	Imbalance
`orientacion_n` is highly imbalanced (50.7%)	Imbalance
`ano_construccion` has 44040 (59.0%) missing values	Missing
`exterior_interior` has 4996 (6.7%) missing values	Missing
`n_piso` has 3006 (4.0%) missing values	Missing
`ano_construccion` is highly skewed (γ1 = -22.94340661)	Skewed
`precio_parking` is highly skewed (γ1 = 54.35967012)	Skewed
`n_habitaciones` has 2155 (2.9%) zeros	Zeros
`n_piso` has 7852 (10.5%) zeros	Zeros

Reproduction

Analysis started	2024-02-28 08:50:51.718066
Analysis finished	2024-02-28 08:51:26.731493
Duration	35.01 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

a_reformar
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	60617
1	13982

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	60617	81.3%
1	13982	18.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	60617	81.3%
1	13982	18.7%

Most occurring characters

Value	Count	Frequency (%)
0	60617	81.3%
1	13982	18.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	60617	81.3%
1	13982	18.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	60617	81.3%
1	13982	18.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	60617	81.3%
1	13982	18.7%

aire_acondicionado
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	41086
1	33513

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	41086	55.1%
1	33513	44.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	41086	55.1%
1	33513	44.9%

Most occurring characters

Value	Count	Frequency (%)
0	41086	55.1%
1	33513	44.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	41086	55.1%
1	33513	44.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	41086	55.1%
1	33513	44.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	41086	55.1%
1	33513	44.9%

amueblado
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

3	69902
2	3684
1	1013

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	69902	93.7%
2	3684	4.9%
1	1013	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	69902	93.7%
2	3684	4.9%
1	1013	1.4%

Most occurring characters

Value	Count	Frequency (%)
3	69902	93.7%
2	3684	4.9%
1	1013	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	69902	93.7%
2	3684	4.9%
1	1013	1.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	69902	93.7%
2	3684	4.9%
1	1013	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	69902	93.7%
2	3684	4.9%
1	1013	1.4%

ano_construccion
Real number (ℝ)

MISSING SKEWED

Distinct	181
Distinct (%)	0.6%
Missing	44040
Missing (%)	59.0%
Infinite	0
Infinite (%)	0.0%
Mean	1964.5289

Minimum	1
Maximum	2291
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1900
Q1	1955
median	1968
Q3	1986
95-th percentile	2008
Maximum	2291
Range	2290
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	56.535057
Coefficient of variation (CV)	0.028777921
Kurtosis	752.44229
Mean	1964.5289
Median Absolute Deviation (MAD)	16
Skewness	-22.943407
Sum	60034039
Variance	3196.2127
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1960	1796	2.4%
1970	1663	2.2%
1965	1448	1.9%
1900	1309	1.8%
1950	709	1.0%
1930	631	0.8%
1940	625	0.8%
1966	604	0.8%
2006	581	0.8%
1969	580	0.8%
Other values (171)	20613	27.6%
(Missing)	44040	59.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
7	1	< 0.1%
10	1	< 0.1%
19	3	< 0.1%
48	1	< 0.1%
49	2	< 0.1%
50	2	< 0.1%
54	1	< 0.1%
160	1	< 0.1%
173	1	< 0.1%

Value	Count	Frequency (%)
2291	1	< 0.1%
2020	10	< 0.1%
2019	80	0.1%
2018	300	0.4%
2017	152	0.2%
2016	39	0.1%
2015	40	0.1%
2014	32	< 0.1%
2013	49	0.1%
2012	43	0.1%

area_construida
Real number (ℝ)

Distinct	541
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	101.22397

Minimum	21
Maximum	985
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	21
5-th percentile	40
Q1	62
median	83
Q3	117
95-th percentile	225
Maximum	985
Range	964
Interquartile range (IQR)	55

Descriptive statistics

Standard deviation	66.907195
Coefficient of variation (CV)	0.66098173
Kurtosis	17.491326
Mean	101.22397
Median Absolute Deviation (MAD)	25
Skewness	3.1765868
Sum	7551207
Variance	4476.5728
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	2460	3.3%
70	2300	3.1%
80	2124	2.8%
65	1905	2.6%
75	1854	2.5%
90	1712	2.3%
50	1580	2.1%
100	1521	2.0%
55	1377	1.8%
110	1252	1.7%
Other values (531)	56514	75.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	47	0.1%
22	50	0.1%
23	42	0.1%
24	55	0.1%
25	191	0.3%
26	54	0.1%
27	100	0.1%
28	112	0.2%
29	61	0.1%
30	508	0.7%

Value	Count	Frequency (%)
985	1	< 0.1%
982	1	< 0.1%
941	1	< 0.1%
934	1	< 0.1%
928	1	< 0.1%
926	1	< 0.1%
900	2	< 0.1%
894	4	< 0.1%
850	1	< 0.1%
847	1	< 0.1%

arico
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	72882
1	1717

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	72882	97.7%
1	1717	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	72882	97.7%
1	1717	2.3%

Most occurring characters

Value	Count	Frequency (%)
0	72882	97.7%
1	1717	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	72882	97.7%
1	1717	2.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	72882	97.7%
1	1717	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	72882	97.7%
1	1717	2.3%

armarios
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

1	42699
0	31900

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	42699	57.2%
0	31900	42.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	42699	57.2%
0	31900	42.8%

Most occurring characters

Value	Count	Frequency (%)
1	42699	57.2%
0	31900	42.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	42699	57.2%
0	31900	42.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	42699	57.2%
0	31900	42.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	42699	57.2%
0	31900	42.8%

ascensor
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

1	51859
0	22740

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	51859	69.5%
0	22740	30.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	51859	69.5%
0	22740	30.5%

Most occurring characters

Value	Count	Frequency (%)
1	51859	69.5%
0	22740	30.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	51859	69.5%
0	22740	30.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	51859	69.5%
0	22740	30.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	51859	69.5%
0	22740	30.5%

barrio
Text

Distinct	135
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

Length

Max length	32
Median length	28
Mean length	12.074331
Min length	3

Characters and Unicode

Total characters	900733
Distinct characters	57
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Cuatro Vientos
2nd row	Casa de Campo
3rd row	Fuente del Berro
4th row	Casa de Campo
5th row	Huertas-Cortes

Value	Count	Frequency (%)
de	6709	5.7%
campo	3766	3.2%
casa	3340	2.8%
	3159	2.7%
ciudad	3023	2.6%
san	2623	2.2%
universitaria	2562	2.2%
lavapiés-embajadores	2149	1.8%
rosas	1957	1.7%
malasaña-universidad	1941	1.6%
Other values (166)	86945	73.6%

Most occurring characters

Value	Count	Frequency (%)
a	134891	15.0%
e	75892	8.4%
s	67555	7.5%
r	58639	6.5%
i	53387	5.9%
o	49815	5.5%
l	46184	5.1%
	43575	4.8%
n	35360	3.9%
d	34945	3.9%
Other values (47)	300490	33.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	727834	80.8%
Uppercase Letter	115137	12.8%
Space Separator	43575	4.8%
Dash Punctuation	13179	1.5%
Decimal Number	1008	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	134891	18.5%
e	75892	10.4%
s	67555	9.3%
r	58639	8.1%
i	53387	7.3%
o	49815	6.8%
l	46184	6.3%
n	35360	4.9%
d	34945	4.8%
t	24230	3.3%
Other values (20)	146936	20.2%

Uppercase Letter

Value	Count	Frequency (%)
C	21588	18.7%
P	9961	8.7%
V	9326	8.1%
A	9052	7.9%
E	8246	7.2%
L	7604	6.6%
M	6501	5.6%
B	4601	4.0%
U	4503	3.9%
S	4470	3.9%
Other values (13)	29285	25.4%

Decimal Number

Value	Count	Frequency (%)
1	504	50.0%
2	504	50.0%

Space Separator

Value	Count	Frequency (%)
	43575	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	13179	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	842971	93.6%
Common	57762	6.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	134891	16.0%
e	75892	9.0%
s	67555	8.0%
r	58639	7.0%
i	53387	6.3%
o	49815	5.9%
l	46184	5.5%
n	35360	4.2%
d	34945	4.1%
t	24230	2.9%
Other values (43)	262073	31.1%

Common

Value	Count	Frequency (%)
	43575	75.4%
-	13179	22.8%
1	504	0.9%
2	504	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	881146	97.8%
None	19587	2.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	134891	15.3%
e	75892	8.6%
s	67555	7.7%
r	58639	6.7%
i	53387	6.1%
o	49815	5.7%
l	46184	5.2%
	43575	4.9%
n	35360	4.0%
d	34945	4.0%
Other values (39)	280903	31.9%

None

Value	Count	Frequency (%)
ñ	4756	24.3%
í	4416	22.5%
é	4392	22.4%
ó	3327	17.0%
Á	939	4.8%
ü	681	3.5%
ú	668	3.4%
á	408	2.1%

buen_estado
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

1	58433
0	16166

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	58433	78.3%
0	16166	21.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	58433	78.3%
0	16166	21.7%

Most occurring characters

Value	Count	Frequency (%)
1	58433	78.3%
0	16166	21.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	58433	78.3%
0	16166	21.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	58433	78.3%
0	16166	21.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	58433	78.3%
0	16166	21.7%

cat_ano_construccion
Real number (ℝ)

Distinct	165
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1965.4264

Minimum	1623
Maximum	2018
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1623
5-th percentile	1900
Q1	1955
median	1967
Q3	1983
95-th percentile	2007
Maximum	2018
Range	395
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	29.042958
Coefficient of variation (CV)	0.014776924
Kurtosis	2.1179887
Mean	1965.4264
Median Absolute Deviation (MAD)	14
Skewness	-0.82080908
Sum	1.4661885 × 10⁸
Variance	843.49339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1960	4738	6.4%
1965	3883	5.2%
1970	3704	5.0%
1900	2755	3.7%
1950	1737	2.3%
1940	1634	2.2%
1969	1568	2.1%
1968	1478	2.0%
1930	1450	1.9%
1966	1413	1.9%
Other values (155)	50239	67.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1623	1	< 0.1%
1627	3	< 0.1%
1655	1	< 0.1%
1692	1	< 0.1%
1696	1	< 0.1%
1723	1	< 0.1%
1730	2	< 0.1%
1800	6	< 0.1%
1820	1	< 0.1%
1829	4	< 0.1%

Value	Count	Frequency (%)
2018	623	0.8%
2017	341	0.5%
2016	112	0.2%
2015	110	0.1%
2014	296	0.4%
2013	119	0.2%
2012	143	0.2%
2011	143	0.2%
2010	349	0.5%
2009	472	0.6%

cat_calidad
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	4.8527172

Minimum	0
Maximum	9
Zeros	310
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	4
median	5
Q3	6
95-th percentile	7
Maximum	9
Range	9
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.4605042
Coefficient of variation (CV)	0.30096626
Kurtosis	-0.023973809
Mean	4.8527172
Median Absolute Deviation (MAD)	1
Skewness	-0.042383038
Sum	362003
Variance	2.1330724
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4	19548	26.2%
5	16379	22.0%
6	16066	21.5%
3	9822	13.2%
7	8234	11.0%
2	2072	2.8%
8	1167	1.6%
1	508	0.7%
9	492	0.7%
0	310	0.4%
(Missing)	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	310	0.4%
1	508	0.7%
2	2072	2.8%
3	9822	13.2%
4	19548	26.2%
5	16379	22.0%
6	16066	21.5%
7	8234	11.0%
8	1167	1.6%
9	492	0.7%

Value	Count	Frequency (%)
9	492	0.7%
8	1167	1.6%
7	8234	11.0%
6	16066	21.5%
5	16379	22.0%
4	19548	26.2%
3	9822	13.2%
2	2072	2.8%
1	508	0.7%
0	310	0.4%

cat_n_max_pisos
Real number (ℝ)

Distinct	26
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4009571

Minimum	0
Maximum	26
Zeros	91
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	5
median	6
Q3	8
95-th percentile	12
Maximum	26
Range	26
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.8633404
Coefficient of variation (CV)	0.44733004
Kurtosis	5.9413972
Mean	6.4009571
Median Absolute Deviation (MAD)	1
Skewness	1.7861134
Sum	477505
Variance	8.1987181
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
5	16730	22.4%
7	10811	14.5%
4	10810	14.5%
6	10782	14.5%
8	7455	10.0%
3	4243	5.7%
9	4137	5.5%
10	2255	3.0%
2	1371	1.8%
11	1273	1.7%
Other values (16)	4732	6.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	91	0.1%
1	456	0.6%
2	1371	1.8%
3	4243	5.7%
4	10810	14.5%
5	16730	22.4%
6	10782	14.5%
7	10811	14.5%
8	7455	10.0%
9	4137	5.5%

Value	Count	Frequency (%)
26	39	0.1%
25	26	< 0.1%
23	69	0.1%
22	63	0.1%
21	155	0.2%
20	74	0.1%
19	11	< 0.1%
18	70	0.1%
17	243	0.3%
16	189	0.3%

cat_n_vecinos
Real number (ℝ)

Distinct	324
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.23318

Minimum	1
Maximum	1499
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	12
median	21
Q3	40
95-th percentile	140
Maximum	1499
Range	1498
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	54.305578
Coefficient of variation (CV)	1.3841748
Kurtosis	31.400544
Mean	39.23318
Median Absolute Deviation (MAD)	11
Skewness	4.2744404
Sum	2926756
Variance	2949.0958
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	3847	5.2%
21	3218	4.3%
9	3135	4.2%
13	2654	3.6%
17	2233	3.0%
16	2153	2.9%
7	1982	2.7%
15	1925	2.6%
14	1915	2.6%
10	1907	2.6%
Other values (314)	49630	66.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	552	0.7%
2	812	1.1%
3	829	1.1%
4	1059	1.4%
5	1152	1.5%
6	850	1.1%
7	1982	2.7%
8	1250	1.7%
9	3135	4.2%
10	1907	2.6%

Value	Count	Frequency (%)
1499	1	< 0.1%
724	18	< 0.1%
638	3	< 0.1%
574	47	0.1%
518	1	< 0.1%
512	1	< 0.1%
503	9	< 0.1%
501	5	< 0.1%
478	17	< 0.1%
462	16	< 0.1%

ciudad
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

Madrid	74599

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	447594
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Madrid
2nd row	Madrid
3rd row	Madrid
4th row	Madrid
5th row	Madrid

Common Values

Value	Count	Frequency (%)
Madrid	74599	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
madrid	74599	100.0%

Most occurring characters

Value	Count	Frequency (%)
d	149198	33.3%
M	74599	16.7%
a	74599	16.7%
r	74599	16.7%
i	74599	16.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	372995	83.3%
Uppercase Letter	74599	16.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	149198	40.0%
a	74599	20.0%
r	74599	20.0%
i	74599	20.0%

Uppercase Letter

Value	Count	Frequency (%)
M	74599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	447594	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	149198	33.3%
M	74599	16.7%
a	74599	16.7%
r	74599	16.7%
i	74599	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	447594	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	149198	33.3%
M	74599	16.7%
a	74599	16.7%
r	74599	16.7%
i	74599	16.7%

distancia_castellana
Real number (ℝ)

Distinct	74514
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.598035

Minimum	0.0014350974
Maximum	12.553787
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0.0014350974
5-th percentile	0.27274734
Q1	1.027001
median	1.9158986
Q3	3.7334686
95-th percentile	6.8163452
Maximum	12.553787
Range	12.552352
Interquartile range (IQR)	2.7064676

Descriptive statistics

Standard deviation	2.1191431
Coefficient of variation (CV)	0.81567149
Kurtosis	1.2293981
Mean	2.598035
Median Absolute Deviation (MAD)	1.1519427
Skewness	1.2337361
Sum	193810.81
Variance	4.4907674
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.856961844	2	< 0.1%
1.594802311	2	< 0.1%
1.198837622	2	< 0.1%
0.395478197	2	< 0.1%
1.363194516	2	< 0.1%
1.067497226	2	< 0.1%
1.151967651	2	< 0.1%
9.125332602	2	< 0.1%
5.340889233	2	< 0.1%
0.2787901865	2	< 0.1%
Other values (74504)	74579	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001435097407	1	< 0.1%
0.004322044394	1	< 0.1%
0.004934849361	1	< 0.1%
0.006173318995	1	< 0.1%
0.007929002888	1	< 0.1%
0.008344202002	1	< 0.1%
0.008422856558	1	< 0.1%
0.008501845916	1	< 0.1%
0.008559026743	1	< 0.1%
0.008597461344	1	< 0.1%

Value	Count	Frequency (%)
12.5537872	1	< 0.1%
12.55331639	1	< 0.1%
12.53622285	1	< 0.1%
12.53313122	1	< 0.1%
12.51061628	1	< 0.1%
12.50074993	1	< 0.1%
12.47485373	1	< 0.1%
12.43771592	1	< 0.1%
12.39198962	1	< 0.1%
12.30004504	1	< 0.1%

distancia_metro
Real number (ℝ)

Distinct	74347
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.44044939

Minimum	0.0014160887
Maximum	8.889995
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0.0014160887
5-th percentile	0.095973421
Q1	0.21236562
median	0.32838547
Q3	0.51392704
95-th percentile	1.1114601
Maximum	8.889995
Range	8.8885789
Interquartile range (IQR)	0.30156142

Descriptive statistics

Standard deviation	0.45543265
Coefficient of variation (CV)	1.0340181
Kurtosis	50.396726
Mean	0.44044939
Median Absolute Deviation (MAD)	0.13726983
Skewness	5.5737984
Sum	32857.084
Variance	0.2074189
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1351915238	3	< 0.1%
0.03547740611	3	< 0.1%
0.1463972129	2	< 0.1%
0.548435256	2	< 0.1%
0.0451726862	2	< 0.1%
0.1888043893	2	< 0.1%
0.08628305605	2	< 0.1%
0.07869362329	2	< 0.1%
0.05674742503	2	< 0.1%
0.2067488781	2	< 0.1%
Other values (74337)	74577	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001416088655	1	< 0.1%
0.003159330755	1	< 0.1%
0.004017688228	1	< 0.1%
0.004132945902	1	< 0.1%
0.004134038551	1	< 0.1%
0.004135130912	1	< 0.1%
0.004376046082	1	< 0.1%
0.004477056832	1	< 0.1%
0.004687972017	1	< 0.1%
0.004969505909	1	< 0.1%

Value	Count	Frequency (%)
8.889994953	1	< 0.1%
7.820931317	1	< 0.1%
6.79841124	1	< 0.1%
6.755273484	1	< 0.1%
6.737781821	1	< 0.1%
6.725736225	1	< 0.1%
6.686344961	1	< 0.1%
6.472492457	1	< 0.1%
6.422737829	1	< 0.1%
6.418830016	1	< 0.1%

distancia_puerta_sol
Real number (ℝ)

Distinct	74518
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4218064

Minimum	0.0076465716
Maximum	14.139526
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0.0076465716
5-th percentile	0.75746164
Q1	2.3885494
median	4.0651236
Q3	6.091445
95-th percentile	9.0787015
Maximum	14.139526
Range	14.131879
Interquartile range (IQR)	3.7028956

Descriptive statistics

Standard deviation	2.6384345
Coefficient of variation (CV)	0.59668701
Kurtosis	-0.15071002
Mean	4.4218064
Median Absolute Deviation (MAD)	1.79744
Skewness	0.60479098
Sum	329862.34
Variance	6.9613364
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.14748725	2	< 0.1%
3.198448428	2	< 0.1%
1.633135538	2	< 0.1%
2.435360596	2	< 0.1%
0.1848192302	2	< 0.1%
0.9410136263	2	< 0.1%
0.1400464396	2	< 0.1%
1.951229271	2	< 0.1%
4.472828629	2	< 0.1%
2.017072721	2	< 0.1%
Other values (74508)	74579	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.007646571605	1	< 0.1%
0.01703500572	1	< 0.1%
0.01994969235	1	< 0.1%
0.02541720017	1	< 0.1%
0.02546122988	1	< 0.1%
0.02558615768	1	< 0.1%
0.02911750986	1	< 0.1%
0.03200618324	1	< 0.1%
0.03215794221	1	< 0.1%
0.03268092424	1	< 0.1%

Value	Count	Frequency (%)
14.13952592	1	< 0.1%
14.13033589	1	< 0.1%
14.12090709	1	< 0.1%
14.11331405	1	< 0.1%
14.09935996	1	< 0.1%
14.08839696	1	< 0.1%
14.05900163	1	< 0.1%
14.0234639	1	< 0.1%
13.98417566	1	< 0.1%
13.47477246	1	< 0.1%

duplex
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	72649
1	1950

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	72649	97.4%
1	1950	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	72649	97.4%
1	1950	2.6%

Most occurring characters

Value	Count	Frequency (%)
0	72649	97.4%
1	1950	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	72649	97.4%
1	1950	2.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	72649	97.4%
1	1950	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	72649	97.4%
1	1950	2.6%

estudio
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	72539
1	2060

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	72539	97.2%
1	2060	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	72539	97.2%
1	2060	2.8%

Most occurring characters

Value	Count	Frequency (%)
0	72539	97.2%
1	2060	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	72539	97.2%
1	2060	2.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	72539	97.2%
1	2060	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	72539	97.2%
1	2060	2.8%

exterior_interior
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	4996
Missing (%)	6.7%
Memory size	1.1 MiB

1.0	60035
2.0	9568

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	208809
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	60035	80.5%
2.0	9568	12.8%
(Missing)	4996	6.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	60035	86.3%
2.0	9568	13.7%

Most occurring characters

Value	Count	Frequency (%)
.	69603	33.3%
0	69603	33.3%
1	60035	28.8%
2	9568	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	139206	66.7%
Other Punctuation	69603	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	69603	50.0%
1	60035	43.1%
2	9568	6.9%

Other Punctuation

Value	Count	Frequency (%)
.	69603	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	208809	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	69603	33.3%
0	69603	33.3%
1	60035	28.8%
2	9568	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	208809	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	69603	33.3%
0	69603	33.3%
1	60035	28.8%
2	9568	4.6%

fecha
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

201812	34736
201803	17277
201809	12611
201806	9975

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	447594
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	201803
2nd row	201812
3rd row	201812
4th row	201812
5th row	201812

Common Values

Value	Count	Frequency (%)
201812	34736	46.6%
201803	17277	23.2%
201809	12611	16.9%
201806	9975	13.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
201812	34736	46.6%
201803	17277	23.2%
201809	12611	16.9%
201806	9975	13.4%

Most occurring characters

Value	Count	Frequency (%)
0	114462	25.6%
2	109335	24.4%
1	109335	24.4%
8	74599	16.7%
3	17277	3.9%
9	12611	2.8%
6	9975	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	447594	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	114462	25.6%
2	109335	24.4%
1	109335	24.4%
8	74599	16.7%
3	17277	3.9%
9	12611	2.8%
6	9975	2.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	447594	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	114462	25.6%
2	109335	24.4%
1	109335	24.4%
8	74599	16.7%
3	17277	3.9%
9	12611	2.8%
6	9975	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	447594	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	114462	25.6%
2	109335	24.4%
1	109335	24.4%
8	74599	16.7%
3	17277	3.9%
9	12611	2.8%
6	9975	2.2%

id_anuncio
Text

Distinct	62173
Distinct (%)	83.3%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

Length

Max length	21
Median length	20
Mean length	20.392834
Min length	17

Characters and Unicode

Total characters	1521285
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	52547 ?
Unique (%)	70.4%

Sample

1st row	A15158251754379462437
2nd row	A14202580375036702435
3rd row	A17523340311988477659
4th row	A384463467707172686
5th row	A17571909207595892279

Value	Count	Frequency (%)
a14882068007191593522	9	< 0.1%
a1315840462730187222	7	< 0.1%
a5463639993615125363	7	< 0.1%
a2282202115281541721	7	< 0.1%
a9858360437524013306	7	< 0.1%
a9865685988976540204	7	< 0.1%
a5953256861383778054	7	< 0.1%
a15887017636239933239	7	< 0.1%
a14940791098683555615	6	< 0.1%
a8420133463712996809	6	< 0.1%
Other values (62163)	74529	99.9%

Most occurring characters

Value	Count	Frequency (%)
1	176829	11.6%
3	143049	9.4%
2	142888	9.4%
4	142302	9.4%
5	142278	9.4%
7	142078	9.3%
6	141868	9.3%
8	139767	9.2%
0	137905	9.1%
9	137722	9.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1446686	95.1%
Uppercase Letter	74599	4.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	176829	12.2%
3	143049	9.9%
2	142888	9.9%
4	142302	9.8%
5	142278	9.8%
7	142078	9.8%
6	141868	9.8%
8	139767	9.7%
0	137905	9.5%
9	137722	9.5%

Uppercase Letter

Value	Count	Frequency (%)
A	74599	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1446686	95.1%
Latin	74599	4.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	176829	12.2%
3	143049	9.9%
2	142888	9.9%
4	142302	9.8%
5	142278	9.8%
7	142078	9.8%
6	141868	9.8%
8	139767	9.7%
0	137905	9.5%
9	137722	9.5%

Latin

Value	Count	Frequency (%)
A	74599	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1521285	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	176829	11.6%
3	143049	9.4%
2	142888	9.4%
4	142302	9.4%
5	142278	9.4%
7	142078	9.3%
6	141868	9.3%
8	139767	9.2%
0	137905	9.1%
9	137722	9.1%

jardin
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	61129
1	13470

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	61129	81.9%
1	13470	18.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	61129	81.9%
1	13470	18.1%

Most occurring characters

Value	Count	Frequency (%)
0	61129	81.9%
1	13470	18.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	61129	81.9%
1	13470	18.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	61129	81.9%
1	13470	18.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	61129	81.9%
1	13470	18.1%

latitud
Real number (ℝ)

Distinct	74518
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.421035

Minimum	40.331652
Maximum	40.520637
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	40.331652
5-th percentile	40.36704
Q1	40.396912
median	40.423286
Q3	40.441397
95-th percentile	40.476783
Maximum	40.520637
Range	0.18898485
Interquartile range (IQR)	0.044484896

Descriptive statistics

Standard deviation	0.033405281
Coefficient of variation (CV)	0.00082643309
Kurtosis	-0.23961715
Mean	40.421035
Median Absolute Deviation (MAD)	0.022370034
Skewness	0.035841359
Sum	3015368.8
Variance	0.0011159128
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.42515983	2	< 0.1%
40.4266461	2	< 0.1%
40.40218821	2	< 0.1%
40.42592491	2	< 0.1%
40.4158119	2	< 0.1%
40.42419541	2	< 0.1%
40.41553178	2	< 0.1%
40.40226391	2	< 0.1%
40.45658557	2	< 0.1%
40.40137903	2	< 0.1%
Other values (74508)	74579	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40.33165199	1	< 0.1%
40.33169949	1	< 0.1%
40.33212122	1	< 0.1%
40.33212891	1	< 0.1%
40.33214619	1	< 0.1%
40.33241042	1	< 0.1%
40.33249129	1	< 0.1%
40.33252415	1	< 0.1%
40.33282418	1	< 0.1%
40.33291801	1	< 0.1%

Value	Count	Frequency (%)
40.52063684	1	< 0.1%
40.51983257	1	< 0.1%
40.51908625	1	< 0.1%
40.5189964	1	< 0.1%
40.51871465	1	< 0.1%
40.51864171	1	< 0.1%
40.51763185	1	< 0.1%
40.51706304	1	< 0.1%
40.51676269	1	< 0.1%
40.5166948	1	< 0.1%

longitud
Real number (ℝ)

Distinct	74518
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-3.6858326

Minimum	-3.826629
Maximum	-3.541071
Zeros	0
Zeros (%)	0.0%
Negative	74599
Negative (%)	100.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	-3.826629
5-th percentile	-3.7436394
Q1	-3.7079536
median	-3.6937005
Q3	-3.6662812
95-th percentile	-3.6131843
Maximum	-3.541071
Range	0.285558
Interquartile range (IQR)	0.041672422

Descriptive statistics

Standard deviation	0.037544062
Coefficient of variation (CV)	-0.010186046
Kurtosis	0.54115213
Mean	-3.6858326
Median Absolute Deviation (MAD)	0.020481365
Skewness	0.4845682
Sum	-274959.43
Variance	0.0014095566
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3.668397562	2	< 0.1%
-3.668435853	2	< 0.1%
-3.700117871	2	< 0.1%
-3.677800626	2	< 0.1%
-3.70571635	2	< 0.1%
-3.698943196	2	< 0.1%
-3.702896392	2	< 0.1%
-3.690526127	2	< 0.1%
-3.708843606	2	< 0.1%
-3.690858829	2	< 0.1%
Other values (74508)	74579	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.826628998	1	< 0.1%
-3.813004567	1	< 0.1%
-3.802893259	1	< 0.1%
-3.802322109	1	< 0.1%
-3.8022819	1	< 0.1%
-3.799809612	1	< 0.1%
-3.799252676	1	< 0.1%
-3.798004486	1	< 0.1%
-3.797244343	1	< 0.1%
-3.796863623	1	< 0.1%

Value	Count	Frequency (%)
-3.541071002	1	< 0.1%
-3.541146808	1	< 0.1%
-3.541271311	1	< 0.1%
-3.541407161	1	< 0.1%
-3.541678655	1	< 0.1%
-3.541784055	1	< 0.1%
-3.542052944	1	< 0.1%
-3.542501527	1	< 0.1%
-3.543094218	1	< 0.1%
-3.547034608	1	< 0.1%

n_banos
Real number (ℝ)

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5813081

Minimum	0
Maximum	20
Zeros	60
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	20
Range	20
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.83961872
Coefficient of variation (CV)	0.53096468
Kurtosis	15.495243
Mean	1.5813081
Median Absolute Deviation (MAD)	0
Skewness	2.4858612
Sum	117964
Variance	0.7049596
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
1	42279	56.7%
2	24693	33.1%
3	5182	6.9%
4	1629	2.2%
5	547	0.7%
6	123	0.2%
0	60	0.1%
7	33	< 0.1%
8	20	< 0.1%
11	14	< 0.1%
Other values (7)	19	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	60	0.1%
1	42279	56.7%
2	24693	33.1%
3	5182	6.9%
4	1629	2.2%
5	547	0.7%
6	123	0.2%
7	33	< 0.1%
8	20	< 0.1%
9	5	< 0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
16	1	< 0.1%
14	2	< 0.1%
13	2	< 0.1%
12	2	< 0.1%
11	14	< 0.1%
10	6	< 0.1%
9	5	< 0.1%
8	20	< 0.1%
7	33	< 0.1%

n_habitaciones
Real number (ℝ)

ZEROS

Distinct	21
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5774742

Minimum	0
Maximum	93
Zeros	2155
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	93
Range	93
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.2574558
Coefficient of variation (CV)	0.48786357
Kurtosis	367.224
Mean	2.5774742
Median Absolute Deviation (MAD)	1
Skewness	5.951532
Sum	192277
Variance	1.581195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
3	26542	35.6%
2	22437	30.1%
1	10606	14.2%
4	9191	12.3%
5	2614	3.5%
0	2155	2.9%
6	634	0.8%
7	219	0.3%
8	106	0.1%
9	28	< 0.1%
Other values (11)	67	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2155	2.9%
1	10606	14.2%
2	22437	30.1%
3	26542	35.6%
4	9191	12.3%
5	2614	3.5%
6	634	0.8%
7	219	0.3%
8	106	0.1%
9	28	< 0.1%

Value	Count	Frequency (%)
93	1	< 0.1%
33	1	< 0.1%
20	2	< 0.1%
18	1	< 0.1%
16	2	< 0.1%
15	3	< 0.1%
14	4	< 0.1%
13	4	< 0.1%
12	14	< 0.1%
11	13	< 0.1%

n_piso
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	< 0.1%
Missing	3006
Missing (%)	4.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7577417

Minimum	-1
Maximum	11
Zeros	7852
Zeros (%)	10.5%
Negative	746
Negative (%)	1.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	7
Maximum	11
Range	12
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.2642142
Coefficient of variation (CV)	0.82103927
Kurtosis	1.6113034
Mean	2.7577417
Median Absolute Deviation (MAD)	1
Skewness	1.1631652
Sum	197435
Variance	5.126666
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	16033	21.5%
2	13349	17.9%
3	11621	15.6%
4	9220	12.4%
0	7852	10.5%
5	4867	6.5%
6	2936	3.9%
7	1940	2.6%
8	1166	1.6%
11	861	1.2%
Other values (3)	1748	2.3%
(Missing)	3006	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	746	1.0%
0	7852	10.5%
1	16033	21.5%
2	13349	17.9%
3	11621	15.6%
4	9220	12.4%
5	4867	6.5%
6	2936	3.9%
7	1940	2.6%
8	1166	1.6%

Value	Count	Frequency (%)
11	861	1.2%
10	359	0.5%
9	643	0.9%
8	1166	1.6%
7	1940	2.6%
6	2936	3.9%
5	4867	6.5%
4	9220	12.4%
3	11621	15.6%
2	13349	17.9%

nueva_construccion
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	72415
1	2184

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	72415	97.1%
1	2184	2.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	72415	97.1%
1	2184	2.9%

Most occurring characters

Value	Count	Frequency (%)
0	72415	97.1%
1	2184	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	72415	97.1%
1	2184	2.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	72415	97.1%
1	2184	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	72415	97.1%
1	2184	2.9%

operacion
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

SALE	74599

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	298396
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SALE
2nd row	SALE
3rd row	SALE
4th row	SALE
5th row	SALE

Common Values

Value	Count	Frequency (%)
SALE	74599	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
sale	74599	100.0%

Most occurring characters

Value	Count	Frequency (%)
S	74599	25.0%
A	74599	25.0%
L	74599	25.0%
E	74599	25.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	298396	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	74599	25.0%
A	74599	25.0%
L	74599	25.0%
E	74599	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	298396	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	74599	25.0%
A	74599	25.0%
L	74599	25.0%
E	74599	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	298396	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	74599	25.0%
A	74599	25.0%
L	74599	25.0%
E	74599	25.0%

orientacion_e
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	59502
1	15097

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	59502	79.8%
1	15097	20.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	59502	79.8%
1	15097	20.2%

Most occurring characters

Value	Count	Frequency (%)
0	59502	79.8%
1	15097	20.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	59502	79.8%
1	15097	20.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	59502	79.8%
1	15097	20.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	59502	79.8%
1	15097	20.2%

orientacion_n
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	66565
1	8034

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	66565	89.2%
1	8034	10.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	66565	89.2%
1	8034	10.8%

Most occurring characters

Value	Count	Frequency (%)
0	66565	89.2%
1	8034	10.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	66565	89.2%
1	8034	10.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	66565	89.2%
1	8034	10.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	66565	89.2%
1	8034	10.8%

orientacion_o
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	63539
1	11060

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	63539	85.2%
1	11060	14.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	63539	85.2%
1	11060	14.8%

Most occurring characters

Value	Count	Frequency (%)
0	63539	85.2%
1	11060	14.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	63539	85.2%
1	11060	14.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	63539	85.2%
1	11060	14.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	63539	85.2%
1	11060	14.8%

orientacion_s
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	57017
1	17582

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	57017	76.4%
1	17582	23.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	57017	76.4%
1	17582	23.6%

Most occurring characters

Value	Count	Frequency (%)
0	57017	76.4%
1	17582	23.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	57017	76.4%
1	17582	23.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	57017	76.4%
1	17582	23.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	57017	76.4%
1	17582	23.6%

parking
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	58042
1	16557

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	58042	77.8%
1	16557	22.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	58042	77.8%
1	16557	22.2%

Most occurring characters

Value	Count	Frequency (%)
0	58042	77.8%
1	16557	22.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	58042	77.8%
1	16557	22.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	58042	77.8%
1	16557	22.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	58042	77.8%
1	16557	22.2%

parking_incluido_precio
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	58042
1	16557

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	58042	77.8%
1	16557	22.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	58042	77.8%
1	16557	22.2%

Most occurring characters

Value	Count	Frequency (%)
0	58042	77.8%
1	16557	22.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	58042	77.8%
1	16557	22.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	58042	77.8%
1	16557	22.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	58042	77.8%
1	16557	22.2%

piscina
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	63895
1	10704

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	63895	85.7%
1	10704	14.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	63895	85.7%
1	10704	14.3%

Most occurring characters

Value	Count	Frequency (%)
0	63895	85.7%
1	10704	14.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	63895	85.7%
1	10704	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	63895	85.7%
1	10704	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	63895	85.7%
1	10704	14.3%

portero
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	55950
1	18649

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	55950	75.0%
1	18649	25.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	55950	75.0%
1	18649	25.0%

Most occurring characters

Value	Count	Frequency (%)
0	55950	75.0%
1	18649	25.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	55950	75.0%
1	18649	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	55950	75.0%
1	18649	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	55950	75.0%
1	18649	25.0%

precio
Real number (ℝ)

Distinct	2619
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	396872.57

Minimum	21000
Maximum	8133000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	21000
5-th percentile	97000
Q1	160000
median	263000
Q3	468500
95-th percentile	1139000
Maximum	8133000
Range	8112000
Interquartile range (IQR)	308500

Descriptive statistics

Standard deviation	419438.36
Coefficient of variation (CV)	1.056859
Kurtosis	29.358699
Mean	396872.57
Median Absolute Deviation (MAD)	124000
Skewness	4.0663951
Sum	2.9606297 × 10¹⁰
Variance	1.7592854 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
137000	351	0.5%
127000	337	0.5%
132000	305	0.4%
128000	304	0.4%
138000	303	0.4%
158000	296	0.4%
130000	293	0.4%
147000	289	0.4%
119000	289	0.4%
162000	286	0.4%
Other values (2609)	71546	95.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21000	1	< 0.1%
24000	3	< 0.1%
26000	1	< 0.1%
28000	1	< 0.1%
29000	3	< 0.1%
30000	1	< 0.1%
32000	1	< 0.1%
33000	3	< 0.1%
35000	2	< 0.1%
36000	2	< 0.1%

Value	Count	Frequency (%)
8133000	1	< 0.1%
7138000	1	< 0.1%
7044000	1	< 0.1%
7018000	1	< 0.1%
6996000	1	< 0.1%
6970000	1	< 0.1%
6848000	1	< 0.1%
6729000	1	< 0.1%
6702000	1	< 0.1%
6642000	1	< 0.1%

precio_logaritmico
Real number (ℝ)

Distinct	2619
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.564713

Minimum	9.9522777
Maximum	15.91144
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	9.9522777
5-th percentile	11.482466
Q1	11.982929
median	12.479909
Q3	13.057291
95-th percentile	13.945661
Maximum	15.91144
Range	5.9591627
Interquartile range (IQR)	1.0743617

Descriptive statistics

Standard deviation	0.76087021
Coefficient of variation (CV)	0.060556117
Kurtosis	0.040415066
Mean	12.564713
Median Absolute Deviation (MAD)	0.52872892
Skewness	0.52960517
Sum	937315
Variance	0.57892348
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.8277362	351	0.5%
11.75194237	337	0.5%
11.7905572	305	0.4%
11.75978554	304	0.4%
11.83500896	303	0.4%
11.97035031	296	0.4%
11.77528973	293	0.4%
11.89818787	289	0.4%
11.68687877	289	0.4%
11.99535161	286	0.4%
Other values (2609)	71546	95.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.952277717	1	< 0.1%
10.08580911	3	< 0.1%
10.16585182	1	< 0.1%
10.23995979	1	< 0.1%
10.27505111	3	< 0.1%
10.30895266	1	< 0.1%
10.37349118	1	< 0.1%
10.40426284	3	< 0.1%
10.46310334	2	< 0.1%
10.49127422	2	< 0.1%

Value	Count	Frequency (%)
15.91144042	1	< 0.1%
15.78094318	1	< 0.1%
15.76768675	1	< 0.1%
15.76398884	1	< 0.1%
15.76084912	1	< 0.1%
15.75712578	1	< 0.1%
15.7394672	1	< 0.1%
15.7219371	1	< 0.1%
15.71791655	1	< 0.1%
15.70892368	1	< 0.1%

precio_parking
Real number (ℝ)

SKEWED

Distinct	135
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	737.27385

Minimum	1
Maximum	925001
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	925001
Range	925000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7965.034
Coefficient of variation (CV)	10.803359
Kurtosis	5072.426
Mean	737.27385
Median Absolute Deviation (MAD)	0
Skewness	54.35967
Sum	54999892
Variance	63441766
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	72842	97.6%
20001	186	0.2%
30001	166	0.2%
25001	151	0.2%
15001	137	0.2%
40001	119	0.2%
50001	105	0.1%
45001	67	0.1%
35001	55	0.1%
60001	53	0.1%
Other values (125)	718	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	72842	97.6%
2	5	< 0.1%
6	2	< 0.1%
7	1	< 0.1%
11	2	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
26	2	< 0.1%
41	2	< 0.1%
51	4	< 0.1%

Value	Count	Frequency (%)
925001	1	< 0.1%
770001	1	< 0.1%
750001	1	< 0.1%
510001	1	< 0.1%
450001	1	< 0.1%
275001	1	< 0.1%
231001	2	< 0.1%
220001	1	< 0.1%
150001	2	< 0.1%
125001	1	< 0.1%

precio_unitario_m2
Real number (ℝ)

Distinct	27304
Distinct (%)	36.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3670.9872

Minimum	805.55556
Maximum	9997.561
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	805.55556
5-th percentile	1427.0833
Q1	2246.621
median	3491.2281
Q3	4757.7352
95-th percentile	6788.9474
Maximum	9997.561
Range	9192.0054
Interquartile range (IQR)	2511.1142

Descriptive statistics

Standard deviation	1705.5818
Coefficient of variation (CV)	0.4646112
Kurtosis	0.21713922
Mean	3670.9872
Median Absolute Deviation (MAD)	1253.6699
Skewness	0.71601405
Sum	2.7385197 × 10⁸
Variance	2909009.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2000	294	0.4%
3000	186	0.2%
5000	166	0.2%
4000	155	0.2%
2200	125	0.2%
1800	120	0.2%
3500	117	0.2%
1500	116	0.2%
2500	113	0.2%
2600	106	0.1%
Other values (27294)	73101	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
805.5555556	1	< 0.1%
805.9701493	1	< 0.1%
806.4516129	1	< 0.1%
807.0175439	1	< 0.1%
808.3333333	1	< 0.1%
808.8235294	1	< 0.1%
809.0909091	1	< 0.1%
810.6060606	1	< 0.1%
812.5	1	< 0.1%
815.3846154	1	< 0.1%

Value	Count	Frequency (%)
9997.560976	1	< 0.1%
9994.285714	1	< 0.1%
9993.377483	1	< 0.1%
9992.248062	1	< 0.1%
9990.909091	1	< 0.1%
9984.924623	1	< 0.1%
9979.310345	1	< 0.1%
9975	1	< 0.1%
9973.913043	1	< 0.1%
9967.741935	1	< 0.1%

terraza
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	48202
1	26397

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	48202	64.6%
1	26397	35.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	48202	64.6%
1	26397	35.4%

Most occurring characters

Value	Count	Frequency (%)
0	48202	64.6%
1	26397	35.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	48202	64.6%
1	26397	35.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	48202	64.6%
1	26397	35.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	48202	64.6%
1	26397	35.4%

tipologia_imueble
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

HOME	74599

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	298396
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	HOME
2nd row	HOME
3rd row	HOME
4th row	HOME
5th row	HOME

Common Values

Value	Count	Frequency (%)
HOME	74599	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
home	74599	100.0%

Most occurring characters

Value	Count	Frequency (%)
H	74599	25.0%
O	74599	25.0%
M	74599	25.0%
E	74599	25.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	298396	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
H	74599	25.0%
O	74599	25.0%
M	74599	25.0%
E	74599	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	298396	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
H	74599	25.0%
O	74599	25.0%
M	74599	25.0%
E	74599	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	298396	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
H	74599	25.0%
O	74599	25.0%
M	74599	25.0%
E	74599	25.0%

trastero
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	55557
1	19042

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	74599
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	55557	74.5%
1	19042	25.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	55557	74.5%
1	19042	25.5%

Most occurring characters

Value	Count	Frequency (%)
0	55557	74.5%
1	19042	25.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74599	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	55557	74.5%
1	19042	25.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	74599	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	55557	74.5%
1	19042	25.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74599	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	55557	74.5%
1	19042	25.5%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	a_reformar	aire_acondicionado	amueblado	ano_construccion	area_construida	armarios	ascensor	barrio	buen_estado	cat_ano_construccion	cat_calidad	cat_n_max_pisos	cat_n_vecinos	ciudad	distancia_castellana	distancia_metro	distancia_puerta_sol	duplex	estudio	exterior_interior	fecha	id_anuncio	jardin	latitud	longitud	n_banos	n_habitaciones	n_piso	nueva_construccion	operacion	orientacion_s	parking	parking_incluido_precio	piscina	portero	precio	precio_logaritmico	precio_parking	precio_unitario_m2	terraza	tipologia_imueble	trastero
14354	0	1	3	2008.0	65	1	1	Cuatro Vientos	1	2008	6.0	9	16	Madrid	6.857557	1.510809	7.566884	1	1	1.0	201803	A15158251754379462437	1	40.373214	-3.772508	2	0	0.0	0	SALE	0	0	0	0	1	150000	11.918391	1	2307.692308	1	HOME	0
74496	1	0	3	NaN	70	0	0	Casa de Campo	0	1964	6.0	4	22	Madrid	3.776511	0.141831	4.082331	0	0	1.0	201812	A14202580375036702435	0	40.392042	-3.739567	1	3	1.0	0	SALE	0	0	0	0	0	121000	11.703546	1	1728.571429	0	HOME	0
80485	0	1	3	1981.0	137	1	1	Fuente del Berro	1	1981	4.0	14	202	Madrid	2.746231	0.291848	3.839809	0	0	1.0	201812	A17523340311988477659	1	40.409554	-3.659439	2	3	1.0	0	SALE	0	1	1	0	1	475000	13.071070	1	3467.153285	1	HOME	1
83361	0	0	3	NaN	62	1	1	Casa de Campo	1	1979	6.0	6	20	Madrid	2.346752	0.077976	3.657473	0	0	1.0	201812	A384463467707172686	0	40.386881	-3.722215	1	2	2.0	0	SALE	0	0	0	0	0	155000	11.951180	1	2500.000000	1	HOME	0
67119	0	0	3	NaN	95	0	1	Huertas-Cortes	0	1962	5.0	8	17	Madrid	0.662491	0.249487	1.533640	0	0	1.0	201812	A17571909207595892279	1	40.429502	-3.697477	2	2	0.0	1	SALE	0	0	0	1	0	715000	13.480038	1	7526.315789	0	HOME	1
64911	0	1	3	NaN	88	1	1	Ventas	1	2005	4.0	8	114	Madrid	2.928089	1.614870	9.888234	0	0	1.0	201809	A9757537923896397319	1	40.497760	-3.656372	2	2	3.0	0	SALE	0	1	1	1	1	379000	12.845291	1	4306.818182	0	HOME	1
3146	0	1	3	NaN	45	1	1	Pacífico	1	1988	1.0	6	14	Madrid	0.860824	0.046025	2.526165	0	0	2.0	201803	A4043234446226184768	0	40.429394	-3.679179	1	2	1.0	0	SALE	0	0	0	0	0	384000	12.858398	1	8533.333333	0	HOME	0
65009	0	1	3	2007.0	48	1	1	Sol	1	2007	6.0	7	37	Madrid	5.343421	0.814221	8.161336	0	0	1.0	201809	A16967757291427247500	0	40.343279	-3.702782	1	1	2.0	0	SALE	0	1	1	1	1	132000	11.790557	1	2750.000000	0	HOME	1
52043	1	0	3	NaN	46	0	0	Ibiza	0	1932	5.0	5	21	Madrid	1.355213	0.176547	2.916737	0	0	1.0	201812	A3527815958285728000	0	40.428852	-3.673374	1	2	1.0	0	SALE	1	0	0	0	0	243000	12.400817	1	5282.608696	0	HOME	0
75152	1	0	3	NaN	45	0	0	Palacio	0	1971	4.0	7	46	Madrid	1.541350	0.505904	3.951844	0	0	2.0	201806	A17339574182937245195	0	40.451873	-3.708936	1	2	0.0	0	SALE	0	0	0	0	0	106000	11.571194	1	2355.555556	0	HOME	0

	a_reformar	aire_acondicionado	amueblado	ano_construccion	area_construida	arico	armarios	ascensor	barrio	buen_estado	cat_ano_construccion	cat_calidad	cat_n_max_pisos	cat_n_vecinos	ciudad	distancia_castellana	distancia_metro	distancia_puerta_sol	duplex	estudio	exterior_interior	fecha	id_anuncio	jardin	latitud	longitud	n_banos	n_habitaciones	n_piso	operacion	orientacion_e	orientacion_n	orientacion_o	orientacion_s	parking	parking_incluido_precio	piscina	portero	precio	precio_logaritmico	precio_parking	precio_unitario_m2	terraza	tipologia_imueble	trastero
60263	0	0	3	NaN	46	0	0	1	Arapiles	1	1996	6.0	4	14	Madrid	1.429082	0.378436	3.833742	0	0	NaN	201812	A18242470779904893786	0	40.450899	-3.707722	1	1	3.0	SALE	0	0	0	0	0	0	0	0	153000	11.938193	1	3326.086957	0	HOME	0
44131	0	1	3	NaN	46	1	0	1	Lista	1	1948	4.0	6	41	Madrid	1.375522	0.220351	2.273511	0	1	2.0	201812	A15095507513135919524	0	40.416840	-3.676967	1	0	4.0	SALE	1	0	1	0	0	0	0	0	288000	12.570716	1	6260.869565	0	HOME	0
87498	0	0	3	1992.0	90	0	1	1	Pueblo Nuevo	1	1992	5.0	4	18	Madrid	3.883495	0.302808	5.683917	0	0	1.0	201812	A1587290933437902387	0	40.438402	-3.643143	2	2	1.0	SALE	1	0	0	0	1	1	0	0	291000	12.581079	1	3233.333333	0	HOME	1
37194	0	1	2	2010.0	222	0	1	1	Arapiles	1	2010	3.0	5	12	Madrid	1.378751	0.077953	0.547478	0	0	1.0	201812	A16254955556339487779	0	40.417614	-3.710108	3	5	5.0	SALE	0	0	0	1	0	0	0	0	1153000	13.957878	1	5193.693694	1	HOME	0
82386	0	1	3	1998.0	211	0	1	1	Casa de Campo	1	1998	4.0	4	6	Madrid	3.832056	0.125741	4.283551	1	0	1.0	201812	A2012864384796635965	0	40.389929	-3.740227	2	4	2.0	SALE	0	1	1	0	1	1	0	0	348000	12.759958	1	1649.289100	1	HOME	1
6265	0	0	3	1968.0	82	0	0	0	Casa de Campo	1	1968	7.0	7	13	Madrid	4.531210	0.397776	5.300068	0	0	NaN	201803	A16322158521314573955	0	40.382406	-3.747308	2	3	2.0	SALE	0	0	0	0	0	0	0	0	137000	11.827736	1	1670.731707	0	HOME	0
54886	1	0	3	NaN	60	0	0	1	Pueblo Nuevo	0	1963	6.0	5	11	Madrid	4.004728	0.109112	8.508518	0	0	1.0	201806	A12873965402026756754	1	40.474537	-3.638297	1	2	1.0	SALE	0	0	0	0	0	0	0	0	124000	11.728037	1	2066.666667	1	HOME	1
76820	0	0	3	NaN	92	0	0	0	Castellana	1	2014	4.0	10	311	Madrid	2.759513	0.668059	5.711598	0	0	NaN	201812	A5223957527331063980	0	40.366804	-3.687502	1	2	NaN	SALE	0	0	0	0	0	0	0	0	183000	12.117241	1	1989.130435	0	HOME	0
860	0	0	1	NaN	80	0	0	1	Trafalgar	1	1970	4.0	6	78	Madrid	0.454782	0.218517	1.025787	0	0	2.0	201803	A224669848971381386	0	40.408361	-3.698343	1	2	1.0	SALE	0	0	0	0	0	0	0	0	329000	12.703813	1	4112.500000	1	HOME	0
15795	0	0	3	2007.0	78	0	1	1	Pueblo Nuevo	1	2007	3.0	9	144	Madrid	5.059813	0.802308	6.950996	0	0	1.0	201803	A15363215563946751479	1	40.380364	-3.637007	2	2	1.0	SALE	0	0	0	0	1	1	1	1	195000	12.180755	1	2500.000000	0	HOME	1

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII